Welcome! This short survey will take about 5–7 minutes. Please answer based on your experience during this beta. Thanks for helping us make a sound release decision.
Overall, how well did the beta meet your needs during this period?
Which beta features did you use during the beta period?
- Feature A — Smart Filters
- Feature B — Real-time Sync
- Feature C — Bulk Edit
- Feature D — Dark Mode
- I’m not sure
- I didn’t use any beta features
Attention check: To confirm attention, please select "Agree".
If you didn’t use any beta features, what best explains why?
- I did not notice the new features
- I lacked time
- Access or permissions were unclear
- The value was not clear
- Not relevant to my work
- Technical setup issues
How easy were the features you used?
Rank the beta features by value to your work (top = highest value).
During the beta, did you experience any bugs, crashes, or errors?
If you encountered an issue, please describe the most impactful one (steps to reproduce, error messages). If none, write N/A.
Max 600 chars
How would you rate performance (speed and responsiveness) during the beta?
Please indicate your agreement with the following statements about the beta.
If released next month, how likely are you to use these features regularly?
Which best describes your plan to switch from your current workflow to these features?
- Already switched during beta
- Switch immediately at launch
- Switch within 3 months
- Maybe after more improvements
- Not likely to switch
Based on your experience, what is your recommendation for release?
- Go
- Go with minor fixes
- Hold for more polish
- No-Go
What is the primary blocker to releasing now?
- Usability or learning curve
- Performance or stability issues
- Missing key capability
- Poor fit with my workflow
- Integration or compatibility gaps
- Security, privacy, or compliance concerns
- Quality issues (bugs)
- Other
If launching now or with minor fixes, what one change before launch would help most?
Max 600 chars
What is your primary role?
- Engineering
- Product Management
- Design/UX
- Data/Analytics
- IT/Operations
- Customer Support/Success
- Sales/Marketing
- Executive/Founder
- Other
Approximately how many employees are at your organization?
- 1–10
- 11–50
- 51–200
- 201–1,000
- 1,001–5,000
- 5,001+
How long have you used our product?
- Less than 1 month
- 1–6 months
- 6–12 months
- 1–3 years
- More than 3 years
Which industry best describes your organization?
- Technology
- Finance
- Healthcare
- Education
- Retail/E-commerce
- Manufacturing
- Government/Public Sector
- Nonprofit
- Other
Anything else we should know about your beta experience?
Max 600 chars
AI Interview: 2 Follow-up Questions on your beta experience
Thank you for your feedback—this really helps us make a good release decision. You're all set!